Dataset Versions

v1

2022-08-25 3:01pm

Generated on Aug 25, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 92%
1962Images
Valid Set 4%
82Images
Test Set 4%
78Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Bounding Box: Brightness: Between -25% and +0%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 3px